課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
---|---|---|---|---|
C275006 | 大數據分析 | Big Data Analytic | 3.0 | 3 |
中文概述 Chinese Description | 本課程討論了大資料的概念和原理以及如何在企業中使用大資料。本課程提供了一個大資料分析的基本原則的概述,以及大資料分析在機構作出更好的決策和預測的作用。該課程還涵蓋了技術、基礎設施和大資料應用,以及資料識別、資料清洗和資料集成的概念。還提出了大資料的軟體和應用需求,還對大資料應用的案例研究進行了討論。先修課程:INSY5337資料庫和商業智能、INSY5325高級統計方法。 | |||
英文概述 English Description | This course addresses the concepts and principles of Big Data and how Big Data can be used in the Enterprise. The course provides an overview of the fundamental principles of Big Data Analytics and its role in making better decisions and predictions in the organization. The course also covers the Technology, Infrastructure and Applications of Big Data. Concepts of data identification, data cleansing and integration are also addressed. Software and Application requirements of Big Data are addressed and case studies of Big Data Applications are discussed. Prerequisite: INSY 5337 (DATA WAREHOUSING AND BUSINESS INTELLIGENCE) and BSTAT 5325 (ADVANCED STATISTICAL METHODS). |
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